V. Barnett, S. Hilditch, The Effect of an Artificial Pitch Surface on Home Team Performance in Football (Soccer), Journal of the Royal Statistical Society. Series A (Statistics in Society), Vol. 156, No. 1 (1993), pp. 39-50
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Barnett et al. (1993) studied this question.